{"id":"W2331250617","doi":"10.1097/01206501-200706000-00017","title":"Chronic Actinic Dermatitis (CAD) at the Ottawa Clinic","year":2007,"lang":"en","type":"article","venue":"Dermatitis","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003837236,0.0003845857,0.000305293,0.001165861,0.007654182,0.002050061,0.001209451,0.001034865,0.0117583],"category_scores_gemma":[0.001951452,0.0007618026,0.0004350929,0.001203649,0.001680999,0.0006010417,0.001194227,0.001226962,0.001015295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02034318,"about_ca_system_score_gemma":0.01888609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7872105,"about_ca_topic_score_gemma":0.9349586,"domain_scores_codex":[0.9981619,0.0002573594,0.0001402045,0.0002988897,0.0005376876,0.0006040252],"domain_scores_gemma":[0.9955673,0.0003628754,0.0005843501,0.0001209785,0.001185421,0.002179053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005777429,0.0004365639,0.9456145,0.0003647503,0.0001070889,0.0154996,0.007062303,0.0002080079,0.005456779,0.0004412207,0.007095048,0.01713629],"study_design_scores_gemma":[0.00006197862,0.0005016586,0.9733328,0.0002501405,0.00008311091,0.00691469,0.00980642,0.0001857479,0.0009063735,0.0001501714,0.007716275,0.00009071142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753689,0.002446524,0.0001730178,0.003171085,0.000100264,0.0002340488,0.001280542,0.00006041746,0.01716541],"genre_scores_gemma":[0.9880707,0.001145976,0.0005883197,0.001027644,0.00005346287,0.00004394789,0.0001844554,0.0000156959,0.008869771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7872105,"threshold_uncertainty_score":0.4280853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396900398594324,"score_gpt":0.3691661623945207,"score_spread":0.3294761225350883,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}